Bài tập về nhà bài đọc các bài tạp chí AI

BÀI TẬP VỀ NHÀ Chọn báo chuyên ngành trí tuệ nhân tạo danh sách báo (theo nhóm tập lớn: tuần) Sinh viên đọc chọn chuyên đề / báo theo địa Website - Đọc hiểu báo - Viết tóm tắt báo biểu diễn ví dụ minh họa cụ thể bước kèm - Mô tả bước mơ hình/ giải thuật/ thuật tốn có cách biểu diễn qua ví dụ - Trình bày điểm báo nêu ứng dụng áp dụng Ghi chú: Khơng giới hạn số trang báo cáo Thời hạn nộp nhóm đăng ký cho lớp trưởng / cán lớp: 17/7/2013 Thời gian nộp phần mềm: 30/7/2013 Hình thức nộp gửi qua email: cho cán lớp Bản in gửi lớp: 30/7/2013 J Velez, G Hemann, A S Huang, I Posner and N Roy (2012) "Modelling Observation Correlations for Active Exploration and Robust Object Detection ", Volume 44, pages 423-453 ICAPS 2011 Best Student Paper Abstract | PDF | PostScript | doi:10.1613/jair.3516 L R Planken, M M de Weerdt and R P.J van der Krogt (2012) "Computing All-Pairs Shortest Paths by Leveraging Low Treewidth", Volume 43, pages 353-388 ICAPS 2011 Honorable Mention for Best Student Paper Abstract | PDF | PostScript | doi:10.1613/jair.3509 P Vytelingum, T D Voice, S D Ramchurn, A Rogers and N R Jennings (2011) "Theoretical and Practical Foundations of Large-Scale Agent-Based Micro-Storage in the Smart Grid", Volume 42, pages 765-813 AAMAS 2010 iRobot Best Paper Award Abstract | PDF | PostScript | doi:10.1613/jair.3446 R Huang, Y Chen and W Zhang (2012) "SAS+ Planning as Satisfiability", Volume 43, pages 293-328 AAAI 2010 Outstanding Paper Award Abstract | PDF | PostScript | doi:10.1613/jair.3442 A Krause and C Guestrin (2009) "Optimal Value of Information in Graphical Models", Volume 35, pages 557-591 Honorable Mention for the 2012 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | doi:10.1613/jair.2737 Appendix - Erratum | Appendix - Original Version H Palacios and H Geffner (2009) "Compiling Uncertainty Away in Conformant Planning Problems with Bounded Width", Volume 35, pages 623-675 2012 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | doi:10.1613/jair.2708 L Xu, F Hutter, H H Hoos and K Leyton-Brown (2008) "SATzilla: Portfolio-based Algorithm Selection for SAT", Volume 32, pages 565-606 2010 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | doi:10.1613/jair.2490 S P Ponzetto and M Strube (2007) "Knowledge Derived From Wikipedia For Computing Semantic Relatedness", Volume 30, pages 181-212 Honorable Mention for the 2010 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | doi:10.1613/jair.2308 N Nisan and A Ronen (2007) "Computationally Feasible VCG Mechanisms", Volume 29, pages 19-47 2011 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | doi:10.1613/jair.2046 M Helmert (2006) "The Fast Downward Planning System", Volume 26, pages 191-246 Honorable Mention for the 2009 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | doi:10.1613/jair.1705 Appendix - Experimental results A Fern, S Yoon and R Givan (2006) "Approximate Policy Iteration with a Policy Language Bias: Solving Relational Markov Decision Processes", Volume 25, pages 75-118 Honorable Mention for the 2011 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | doi:10.1613/jair.1700 G Gottlob, G Greco and F Scarcello (2005) "Pure Nash Equilibria: Hard and Easy Games", Volume 24, pages 357-406 2008 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | doi:10.1613/jair.1683 A Felner, R E Korf and S Hanan (2004) "Additive Pattern Database Heuristics", Volume 22, pages 279-318 Honorable Mention for the 2007 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | doi:10.1613/jair.1480 P Beame, H Kautz and A Sabharwal (2004) "Towards Understanding and Harnessing the Potential of Clause Learning", Volume 22, pages 319-351 Honorable Mention for the 2008 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | HTML | doi:10.1613/jair.1410 C Boutilier, R I Brafman, C Domshlak, H H Hoos and D Poole (2004) "CP-nets: A Tool for Representing and Reasoning withConditional Ceteris Paribus Preference Statements", Volume 21, pages 135-191 2009 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | doi:10.1613/jair.1234 C Guestrin, D Koller, R Parr and S Venkataraman (2003) "Efficient Solution Algorithms for Factored MDPs", Volume 19, pages 399-468 2007 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | doi:10.1613/jair.1000 A Darwiche and P Marquis (2002) "A Knowledge Compilation Map", Volume 17, pages 229264 2006 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | doi:10.1613/jair.989 J Hoffmann and B Nebel (2001) "The FF Planning System: Fast Plan Generation Through Heuristic Search", Volume 14, pages 253-302 2005 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | HTML | doi:10.1613/jair.855 Appendix - PDDL files, raw data and experimental results (gzipped | Appendix - Evaluation domains and instance generators | Appendix - C code for FF-v2.2 as used in AIPS-2000 competition M L Ginsberg (2001) "GIB: Imperfect Information in a Computationally Challenging Game", Volume 14, pages 303-358 Honorable Mention for the 2006 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | doi:10.1613/jair.820 J Cheng and M J Druzdzel (2000) "AIS-BN: An Adaptive Importance Sampling Algorithm for Evidential Reasoning in Large Bayesian Networks", Volume 13, pages 155-188 Honorable Mention for the 2005 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | HTML | doi:10.1613/jair.764 T G Dietterich (2000) "Hierarchical Reinforcement Learning with the MAXQ Value Function Decomposition", Volume 13, pages 227-303 2003 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | doi:10.1613/jair.639 F Ygge and H Akkermans (1999) "Decentralized Markets versus Central Control: A Comparative Study", Volume 11, pages 301-333 2004 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | doi:10.1613/jair.627 D Fox, W Burgard and S Thrun (1999) "Markov Localization for Mobile Robots in Dynamic Environments", Volume 11, pages 391-427 Honorable Mention for the 2004 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | HTML | doi:10.1613/jair.616 Appendix - Movies M L Littman, J Goldsmith and Mundhenk M (1998) "The Computational Complexity of Probabilistic Planning", Volume 9, pages 1-36 Honorable Mention for the 2003 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | doi:10.1613/jair.505 M Tambe (1997) "Towards Flexible Teamwork", Volume 7, pages 83-124 2012 IFAAMAS Award for Influential Papers in Autonomous Agents and Multiagent Systems Abstract | PDF | PostScript | doi:10.1613/jair.433 Appendix M P Wellman (1993) "A Market-Oriented Programming Environment and its Application to Distributed Multicommodity Flow Problems", Volume 1, pages 1-23 2012 IFAAMAS Award for Influential Papers in Autonomous Agents and Multiagent Systems Abstract | PDF | PostScript | doi:10.1613/jair.2 F Belardinelli and A Lomuscio (2012) "Interactions between Knowledge and Time in a FirstOrder Logic for Multi-Agent Systems: Completeness Results", Volume 45, pages 1-45 Abstract | PDF | PostScript | doi:10.1613/jair.3547 D A Cohen, M C Cooper, P Creed, D Marx and A Z Salamon (2012) "The Tractability of CSP Classes Defined by Forbidden Patterns", Volume 45, pages 47-78 Abstract | PDF | PostScript | doi:10.1613/jair.3651 H Vlaeminck, J Vennekens, M Denecker and M Bruynooghe (2012) "An approximative inference method for solving ∃∀SO satisfiability problems", Volume 45, pages 79-124 Abstract | PDF | PostScript | doi:10.1613/jair.3658 S.A Mirroshandel and G Ghassem-Sani (2012) "Towards Unsupervised Learning of Temporal Relations between Events", Volume 45, pages 125-163 Abstract | PDF | PostScript | doi:10.1613/jair.3693 Appendix - Erratum T Voice, M Polukarov and N R Jennings (2012) "Coalition Structure Generation over Graphs", Volume 45, pages 165-196 Abstract | PDF | PostScript | doi:10.1613/jair.3715 B Cuenca Grau and B Motik (2012) "Reasoning over Ontologies with Hidden Content: The Import-by-Query Approach", Volume 45, pages 197-255 Abstract | PDF | PostScript | doi:10.1613/jair.3579 R Hoshino and K Kawarabayashi (2012) "Generating Approximate Solutions to the TTP using a Linear Distance Relaxation", Volume 45, pages 257-286 Abstract | PDF | PostScript | doi:10.1613/jair.3713 P Gutierrez and P Meseguer (2012) "Removing Redundant Messages in N-ary BnB-ADOPT", Volume 45, pages 287-304 Abstract | PDF | PostScript | doi:10.1613/jair.3696 Appendix - Erratum A M Rush and M J Collins (2012) "A Tutorial on Dual Decomposition and Lagrangian Relaxation for Inference in Natural Language Processing", Volume 45, pages 305-362 Abstract | PDF | PostScript | doi:10.1613/jair.3680 R A Rossi, L K McDowell, D W Aha and J Neville (2012) "Transforming Graph Data for Statistical Relational Learning", Volume 45, pages 363-441 Abstract | PDF | PostScript | doi:10.1613/jair.3659 I Abío, R Nieuwenhuis, A Oliveras, E Rodríguez-Carbonell and V Mayer-Eichberger (2012) "A New Look at BDDs for Pseudo-Boolean Constraints", Volume 45, pages 443-480 Abstract | PDF | PostScript | doi:10.1613/jair.3653 U Endriss, U Grandi and D Porello (2012) "Complexity of Judgment Aggregation", Volume 45, pages 481-514 Abstract | PDF | PostScript | doi:10.1613/jair.3708 J Garcia and F Fernandez (2012) "Safe Exploration of State and Action Spaces in Reinforcement Learning", Volume 45, pages 515-564 Abstract | PDF | PostScript | doi:10.1613/jair.3761 R I Brafman and G Shani (2012) "Replanning in Domains with Partial Information and Sensing Actions", Volume 45, pages 565-600 Abstract | PDF | PostScript | doi:10.1613/jair.3711 G de Cooman and E Miranda (2012) "Irrelevant and independent natural extension for sets of desirable gambles", Volume 45, pages 601-640 Abstract | PDF | PostScript | doi:10.1613/jair.3770 K Radinsky, S Davidovich and S Markovitch (2012) "Learning to Predict from Textual Data", Volume 45, pages 641-684 Abstract | PDF | PostScript | doi:10.1613/jair.3865 H T Dinh, H T Dinh, L Michel and A Russell (2012) "The Time Complexity of A* with Approximate Heuristics on Multiple-Solution Search Spaces", Volume 45, pages 685-729 Abstract | PDF | PostScript | doi:10.1613/jair.3779 M Bodirsky and M Hils (2012) "Tractable Set Constraints", Volume 45, pages 731-759 Abstract | PDF | PostScript | doi:10.1613/jair.3747 M R Costa-jussà, C A Henríquez and R E Banchs (2012) "Evaluating Indirect Strategies for Chinese-Spanish Statistical Machine Translation", Volume 45, pages 761-780 Abstract | PDF | PostScript | doi:10.1613/jair.3786 G Wang, Q Song, H Sun, X Zhang, B Xu and Y Zhou (2013) "A Feature Subset Selection Algorithm Automatic Recommendation Method", Volume 47, pages 1-34 Abstract | PDF | PostScript | doi:10.1613/jair.3831 M Aramon Bajestani and J C Beck (2013) "Scheduling a Dynamic Aircraft Repair Shop with Limited Repair Resources", Volume 47, pages 35-70 Abstract | PDF | PostScript | doi:10.1613/jair.3902 S Vesic (2013) "Identifying the Class of Maxi-Consistent Operators in Argumentation", Volume 47, pages 71-93 Abstract | PDF | PostScript | doi:10.1613/jair.3860 J C Boerkoel Jr and E H Durfee (2013) "Distributed Reasoning for Multiagent Simple Temporal Problems", Volume 47, pages 95-156 Abstract | PDF | PostScript | doi:10.1613/jair.3840 Appendix - Formal proofs R Mourad, C Sinoquet, N L Zhang, T Liu and P Leray (2013) "A Survey on Latent Tree Models and Applications", Volume 47, pages 157-203 Abstract | PDF | PostScript | doi:10.1613/jair.3879 G Tesauro, D C Gondek, J Lenchner, J Fan and J M Prager (2013) "Analysis of Watson's Strategies for Playing Jeopardy!", Volume 47, pages 205-251 Abstract | PDF | PostScript | doi:10.1613/jair.3834 M G Bellemare, Y Naddaf, J Veness and M Bowling (2013) "The Arcade Learning Environment: An Evaluation Platform for General Agents", Volume 47, pages 253-279 Abstract | PDF | PostScript | doi:10.1613/jair.3912 Y Bachrach, E Porat and J S Rosenschein (2013) "Sharing Rewards in Cooperative Connectivity Games", Volume 47, pages 281-311 Abstract | PDF | PostScript | doi:10.1613/jair.3841 P R Costa and L M Botelho (2013) "Learning by Observation of Agent Software Images", Volume 47, pages 313-349 Abstract | PDF | PostScript | doi:10.1613/jair.3989 W Faber, M Truszczyński and S Woltran (2013) "Strong Equivalence of Qualitative Optimization Problems", Volume 47, pages 351-391 Abstract | PDF | PostScript | doi:10.1613/jair.3991 N Taghipour, D Fierens, J Davis and H Blockeel (2013) "Lifted Variable Elimination: Decoupling the Operators from the Constraint Language", Volume 47, pages 393-439 Abstract | PDF | PostScript | doi:10.1613/jair.3793 A J Coles, A I Coles, M Fox and D Long (2012) "COLIN: Planning with Continuous Linear Numeric Change", Volume 44, pages 1-96 Abstract | PDF | PostScript | doi:10.1613/jair.3608 Appendix - Data Files D D Maua, C P de Campos and M Zaffalon (2012) "Solving Limited Memory Influence Diagrams", Volume 44, pages 97-140 Abstract | PDF | PostScript | doi:10.1613/jair.3625 C Bäckström and P Jonsson (2012) "Algorithms and Limits for Compact Plan Representations", Volume 44, pages 141-177 Abstract | PDF | PostScript | doi:10.1613/jair.3534 P Nakov and H T Ng (2012) "Improving Statistical Machine Translation for a Resource-Poor Language Using Related Resource-Rich Languages", Volume 44, pages 179-222 Abstract | PDF | PostScript | doi:10.1613/jair.3540 W Mao and J Gratch (2012) "Modeling Social Causality and Responsibility Judgment in MultiAgent Interactions", Volume 44, pages 223-273 Abstract | PDF | PostScript | doi:10.1613/jair.3526 P Ghosh, A Sharma, P.P Chakrabarti and P Dasgupta (2012) "Algorithms for Generating Ordered Solutions for Explicit AND/OR Structures", Volume 44, pages 275-333 Abstract | PDF | PostScript | doi:10.1613/jair.3576 M Fox, D Long and D Magazzeni (2012) "Plan-based Policies for Efficient Multiple Battery Load Management", Volume 44, pages 335-382 ICAPS 2011 Best Paper Award Abstract | PDF | PostScript | doi:10.1613/jair.3643 P Haslum (2012) "Narrative Planning: Compilations to Classical Planning", Volume 44, pages 383-395 Abstract | PDF | PostScript | doi:10.1613/jair.3602 Appendix - Source coder and example problems E Albacete, J Calle, E Castro and D Cuadra (2012) "Semantic Similarity Measures Applied to an Ontology for Human-Like Interaction", Volume 44, pages 397-421 Abstract | PDF | PostScript | doi:10.1613/jair.3612 J Velez, G Hemann, A S Huang, I Posner and N Roy (2012) "Modelling Observation Correlations for Active Exploration and Robust Object Detection ", Volume 44, pages 423-453 ICAPS 2011 Best Student Paper Abstract | PDF | PostScript | doi:10.1613/jair.3516 M C Cooper and S Zivny (2012) "Tractable Triangles and Cross-Free Convexity in Discrete Optimisation", Volume 44, pages 455-490 Abstract | PDF | PostScript | doi:10.1613/jair.3598 J Huang, A Kapoor and C Guestrin (2012) "Riffled Independence for Efficient Inference with Partial Rankings", Volume 44, pages 491-532 Abstract | PDF | PostScript | doi:10.1613/jair.3543 P D Turney (2012) "Domain and Function: A Dual-Space Model of Semantic Relations and Compositions", Volume 44, pages 533-585 Abstract | PDF | PostScript | doi:10.1613/jair.3640 Appendix - Dataset containing 2,180 seven-choice questions J Hoffmann, I Weber and F M Kraft (2012) "SAP Speaks PDDL: Exploiting a SoftwareEngineering Model for Planning in Business Process Management", Volume 44, pages 587-632 Abstract | PDF | PostScript | doi:10.1613/jair.3636 B Konev, M Ludwig, D Walther and F Wolter (2012) "The Logical Difference for the Lightweight Description Logic EL", Volume 44, pages 633-708 Abstract | PDF | PostScript | doi:10.1613/jair.3552 C Domshlak, E Karpas and S Markovitch (2012) "Online Speedup Learning for Optimal Planning", Volume 44, pages 709-755 Abstract | PDF | PostScript | doi:10.1613/jair.3676 P Nightingale, I P Gent, C Jefferson and I Miguel (2013) "Short and Long Supports for Constraint Propagation", Volume 46, pages 1-45 Abstract | PDF | PostScript | doi:10.1613/jair.3749 E Huang and R E Korf (2013) "Optimal Rectangle Packing: An Absolute Placement Approach", Volume 46, pages 47-87 Abstract | PDF | PostScript | doi:10.1613/jair.3735 C Sauper and R Barzilay (2013) "Automatic Aggregation by Joint Modeling of Aspects and Values", Volume 46, pages 89-127 Abstract | PDF | PostScript | doi:10.1613/jair.3647 M Guo, E Markakis, K R Apt and V Conitzer (2013) "Undominated Groves Mechanisms", Volume 46, pages 129-163 Abstract | PDF | PostScript | doi:10.1613/jair.3810 V Qazvinian, D R Radev, S M Mohammad, B Dorr, D Zajic, M Whidby and T Moon (2013) "Generating Extractive Summaries of Scientific Paradigms", Volume 46, pages 165-201 Abstract | PDF | PostScript | doi:10.1613/jair.3732 H Zhao, X Zhang and C Kit (2013) "Integrative Semantic Dependency Parsing via Efficient Large-scale Feature Selection", Volume 46, pages 203-233 Abstract | PDF | PostScript | doi:10.1613/jair.3717 Appendix - Feature templates data set N Goernitz, M Kloft, K Rieck and U Brefeld (2013) "Toward Supervised Anomaly Detection", Volume 46, pages 235-262 Abstract | PDF | PostScript | doi:10.1613/jair.3623 S Ordyniak and S Szeider (2013) "Parameterized Complexity Results for Exact Bayesian Network Structure Learning", Volume 46, pages 263-302 Abstract | PDF | PostScript | doi:10.1613/jair.3744 A Metodi, M Codish and P J Stuckey (2013) "Boolean Equi-propagation for Concise and Efficient SAT Encodings of Combinatorial Problems", Volume 46, pages 303-341 Abstract | PDF | PostScript | doi:10.1613/jair.3809 A Coles, A Coles, M Fox and D Long (2013) "A Hybrid LP-RPG Heuristic for Modelling Numeric Resource Flows in Planning", Volume 46, pages 343-412 Abstract | PDF | PostScript | doi:10.1613/jair.3788 Appendix - The complete set of domain and problem files used for data generation N A Snooke and M H Lee (2013) "Qualitative Order of Magnitude Energy-Flow-Based Failure Modes and Effects Analysis", Volume 46, pages 413-447 10 Abstract | PDF | PostScript | doi:10.1613/jair.3898 F A Oliehoek, M T J Spaan, C Amato and S Whiteson (2013) "Incremental Clustering and Expansion for Faster Optimal Planning in Dec-POMDPs", Volume 46, pages 449-509 Abstract | PDF | PostScript | doi:10.1613/jair.3804 M Ono, B C Williams and Lars Blackmore (2013) "Probabilistic Planning for Continuous Dynamic Systems under Bounded Risk", Volume 46, pages 511-577 Abstract | PDF | PostScript | doi:10.1613/jair.3893 D H Wolpert and J W Bono (2013) "Predicting Behavior in Unstructured Bargaining with a Probability Distribution", Volume 46, pages 579-605 Abstract | PDF | PostScript | doi:10.1613/jair.3662 T P Michalak, K V Aadithya, P L Szczepanski, B Ravindran and N R Jennings (2013) "Efficient Computation of the Shapley Value for Game-Theoretic Network Centrality", Volume 46, pages 607-650 Abstract | PDF | PostScript | doi:10.1613/jair.3806 Appendix - Source code B Bagheri Hariri, D Calvanese, M Montali, G De Giacomo, R De Masellis and P Felli (2013) "Description Logic Knowledge and Action Bases", Volume 46, pages 651-686 Abstract | PDF | PostScript | doi:10.1613/jair.3826 S Cai, K Su, C Luo and A Sattar (2013) "NuMVC: An Efficient Local Search Algorithm for Minimum Vertex Cover", Volume 46, pages 687-716 Abstract | PDF | PostScript | doi:10.1613/jair.3907 11 ... 2010 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | doi:10.1613/jair.2308 N Nisan and A Ronen (2007) "Computationally Feasible VCG Mechanisms", Volume 29, pages 19-47 2011 IJCAI-JAIR Best... 2007 IJCAI-JAIR Best Paper Prize Abstract | PDF | PostScript | doi:10.1613/jair.1000 A Darwiche and P Marquis (2002) "A Knowledge Compilation Map", Volume 17, pages 229264 2006 IJCAI-JAIR Best... doi:10.1613/jair.3831 M Aramon Bajestani and J C Beck (2013) "Scheduling a Dynamic Aircraft Repair Shop with Limited Repair Resources", Volume 47, pages 35-70 Abstract | PDF | PostScript | doi:10.1613/jair.3902